Global Building Atlas

In this project, we provide the level of detail 1 (LoD1) data of buildings across the globe.

A overview of the dataset is illustrated bellow:

A WFS is provided so that one can access the data using other websites or GIS softwares such as QGIS and ArcGIS.

Url: https://tubvsig-so2sat-vm1.srv.mwn.de/geoserver/ows? (Temporarily closed due to overwhelming number of visits)

A web interface for viewing the data is available at: website (Temporarily closed due to overwhelming number of visits)

The full data can be downloaded from mediaTUM (Open soon. Currently under review)

For codes related to building map extraction, regularization, polygonization, and simplification, i.e., generating building polygons from satellite images (Sec. 4.3.2, Sec. 4.3.3, and Sec. 4.3.4), please refer to ./im2bf.

1. For codes related to monocular height estimation using HTC-DC Net (Sec. 4.4.2), please refer to ./im2bh.
2. For codes related to the global inference and uncertainty quantification (Sec. 4.4.3), please refer to ./infer_height

1. For codes related to quality-guided building polygon fusion (Sec. 4.5.1), please refer to ./fuse_bf.
2. For codes related to LoD1 building model generation (Sec. 4.5.2), please refer to ./make_lod1.

For codes to reproduce the plots in the manuscript, please refer to ./make_plots.